code: def _get_inferred_s3_uri(s3_uri, s3_resource_for_config):
      """Placeholder docstring"""
      parsed_url = urlparse(s3_uri)
      bucket, key_prefix = parsed_url.netloc, parsed_url.path.lstrip(
          "/"
      )
      s3_bucket = s3_resource_for_config.Bucket(name=bucket)
      s3_objects = s3_bucket.objects.filter(Prefix=key_prefix).all()
      s3_files_with_same_prefix = [
          "{}{}/{}".format(S3_PREFIX, bucket, s3_object.key)
          for s3_object in s3_objects
      ]
      if len(s3_files_with_same_prefix) == 0:
          # Customer provided us with an incorrect s3 path.
          raise ValueError(
              "Provide a valid S3 path instead of {}".format(s3_uri)
          )
      if len(s3_files_with_same_prefix) > 1:
          # Customer has provided us with a S3 URI which points to a directory
          # search for s3://<bucket>/directory-key-prefix/config.yaml
          inferred_s3_uri = str(
              pathlib.PurePosixPath(s3_uri, _CONFIG_FILE_NAME)
          ).replace("s3:/", "s3://")
          if inferred_s3_uri not in s3_files_with_same_prefix:
              # We don't know which file we should be operating with.
              raise ValueError(
                  f"Provide an S3 URI of a directory that has a {_CONFIG_FILE_NAME} file."
              )
          # Customer has a config.yaml present in the directory that was provided as the S3 URI
          return inferred_s3_uri
      return s3_uri
  
file_path: sagemaker-python-sdk/src/sagemaker/config/config.py
imports: from __future__ import absolute_import, annotations
  import pathlib
  import os
  from typing import List
  import boto3
  import yaml
  import jsonschema
  from platformdirs import site_config_dir, user_config_dir
  from botocore.utils import merge_dicts
  from six.moves.urllib.parse import urlparse
  from sagemaker.config.config_schema import SAGEMAKER_PYTHON_SDK_CONFIG_SCHEMA
  from sagemaker.config.config_utils import non_repeating_log_factory, get_sagemaker_config_logger
label_desc: Use image node_id 6 for calling a global function with example usage: _get_inferred_s3_uri(s3_uri, s3_resource_for_config) and returns: s3_uri, inferred_s3_uri